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Numba is a compiler for Python array and numerical functions that gives
you the power to speed up your applications with high performance
functions written directly in Python.

Numba generates optimized machine code from pure Python code using
the LLVM compiler infrastructure. With a few simple
annotations, array-oriented and math-heavy Python code can be
just-in-time optimized to performance similar as C, C++ and Fortran, without
having to switch languages or Python interpreters.